Optimization-based state estimation: Current status and some new results

Journal of Process Control

Volumn 22, Issue 8, 2012, Pages 1439-1444

  Rawlings, James B ^a   Ji, Luo ^a  

^a Wisconsin Electric Machines and Power Electronics Consortium   (United States)

Author keywords

Constraints; Incremental input output to state stability; Moving horizon estimation; Nonlinear state estimation

Indexed keywords

CONSTRAINTS; CURRENT STATUS; GLOBAL ASYMPTOTIC STABILITY; INFORMATION ESTIMATION; INPUT/OUTPUT-TO-STATE STABILITY; MEASUREMENT DISTURBANCES; MOVING HORIZON; MOVING HORIZON ESTIMATION; NEW RESULTS; NONLINEAR STATE ESTIMATION; RESEARCH PROBLEMS;

INDUSTRIAL ENGINEERING; PROCESS CONTROL;

STATE ESTIMATION;

EID: 84865684259     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2012.03.001     Document Type: Article

References (14)

1. H.K. Khalil Nonlinear Systems third ed. 2002 Prentice-Hall Upper Saddle River, NJ
2. E.S. Meadows, K.R. Muske, and J.B. Rawlings Constrained state estimation and discontinuous feedback in model predictive control Proceedings of the 1993 European Control Conference 1993 2308 2312
3. H. Michalska, and D.Q. Mayne Moving horizon observers and observer-based control IEEE Trans. Auto. Cont. 40 6 1995 995 1006
4. K.R. Muske, and J.B. Rawlings Model predictive control with linear models AIChE J. 39 2 1993 262 287
5. K.R. Muske, and J.B. Rawlings Nonlinear moving horizon state estimation R. Berber, Methods of Model Based Process Control, NATO Advanced Study Institute Series: E Applied Sciences 293 1995 Kluwer Dordrecht, The Netherlands 349 365
6. K.R. Muske, J.B. Rawlings, and J.H. Lee Receding horizon recursive state estimation Proceedings of the 1993 American Control Conference June 1993 900 904
7. G. Pannocchia, J.B. Rawlings, and S.J. Wright Conditions under which suboptimal nonlinear MPC is inherently robust Sys. Cont. Let. 60 2011 747 755
8. C.V. Rao, J.B. Rawlings, and D.Q. Mayne Constrained state estimation for nonlinear discrete-time systems: stability and moving horizon approximations IEEE Trans. Auto. Cont. 48 2 February 2003 246 258
9. J.B. Rawlings, and D.Q. Mayne Model Predictive Control: Theory and Design 2009 Nob Hill Publishing Madison, WI 576 pp., ISBN 978-0-9759377-0-9
10. J.B. Rawlings, D.Q. Mayne, Postface to Model Predictive Control: Theory and Design, 2011, http://jbrwww.che.wisc.edu/home/jbraw/mpc/postface.pdf.
11. D.G. Robertson, and J.H. Lee On the use of constraints in least squares estimation and control Automatica 38 7 2002 1113 1124
12. E.D. Sontag Comments on integral variants of ISS Sys. Cont. Let. 34 1998 93 100
13. E.D. Sontag, and Y. Wang On the characterization of the input to state stability property Sys. Cont. Let. 24 1995 351 359
14. E.D. Sontag, and Y. Wang Output-to-state stability and detectability of nonlinear systems Sys. Cont. Let. 29 1997 279 290